Software Engineer & AI/ML Specialist
Hi, I'm
V S Monish Kumar
Building intelligent systems — LLMs, RAG pipelines, computer vision & scalable APIs.
Building intelligent systems — LLMs, RAG pipelines, computer vision & scalable APIs.
I'm V S Monish Kumar, an Application Developer at IBM, Bengaluru specialising in Cloud and Full-Stack Development. I build scalable enterprise applications, develop cloud-native solutions, and work across modern full-stack technologies to deliver production-ready software.
Previously, I worked as a Software Engineer at Clustrex Data Private Limited, Chennai, where I specialised in AI/ML, computer vision, LLM systems, and full-stack development. During my tenure, I fine-tuned a 37B-parameter LLM for resume parsing, built RAG-powered bots on Vertex AI, developed AI computer vision pipelines using Stable Diffusion, U-Net, and SAM, and shipped cross-platform mobile applications with React Native.
I graduated with a 9.08 CGPA in Computer Science & Engineering from Prathyusha Engineering College and hold AWS certifications in Cloud and Machine Learning. My experience spans cloud computing, full-stack engineering, and applied AI, enabling me to build reliable, scalable, and impactful software solutions.
Fine-tuned a 37B parameter LLM with RAG pipelines for intelligent resume parsing and structured data extraction at production scale.
Production computer vision system using Stable Diffusion, U-Net and SAM (Segment Anything Model) for image generation and precision segmentation.
Policy Assistant Bot (RAG on Vertex AI) for intelligent policy retrieval, plus an Office Management Bot for leave, WFH & salary automation.
Real-time emotion recognition system using computer vision techniques and deep learning for facial expression classification.
Data analytics project exploring Netflix TV shows and movies dataset — trends, genre distributions, and release pattern insights.
CNN-based binary image classifier trained to distinguish between cats and dogs with high accuracy using TensorFlow.
Anchored the Clustrex 9-Year celebration, managing stage flow and audience engagement.
Invited as an alumnus speaker at Next Node 2.0 to share insights on emerging technologies.
Reviewed and evaluated projects as a jury member at Codeathon 4.0.
Coding Contest — Organizing Team & Technical Committee.
Host & Anchor of the Farewell Ceremony.
Organizing Team Member.
Codeathon 2.0 and 3.0 Technical team head and Problem Statement Prepared for various Domains.
Core Team Member — GDSC Prathyusha.
AIML Lead & Speaker.
Workshop Speaker.
Event Organizing Team.
Speaker — Conquering Exam Stress & Time Constraints.
I'm currently open to full-time roles, freelance projects, and interesting collaborations. Drop me a message and I'll get back within 24 hours.